JointPS: Joint Parameter Server Placement and Flow Scheduling for Machine Learning Clusters.
Yangming ZhaoCheng YangGongming ZhaoYunfei HouTing WangChunming QiaoPublished in: IEEE Trans. Computers (2023)
Keyphrases
- machine learning
- clustering algorithm
- client server
- learning algorithm
- machine learning algorithms
- pattern recognition
- flow patterns
- flow control
- round robin
- hierarchical clustering
- cluster analysis
- knowledge acquisition
- scheduling problem
- text classification
- parameter values
- machine learning methods
- flow field
- information extraction
- database
- artificial intelligence
- reinforcement learning
- resource constraints
- fuzzy clustering
- active learning
- natural language processing
- data clustering
- parameter space
- data analysis
- kernel methods
- computer science
- scheduling algorithm
- knowledge discovery
- unsupervised learning
- parallel machines
- input parameters
- text mining
- support vector machine